Monitoring of artificial intelligence models in radiology is being explored, with some approaches focusing on real-time assessment and auditing of these systems. The use of foundation models and ensembled monitoring models is being researched to improve detection and reduce bias in medical ai. The development and implementation of these models may involve significant investment, with some companies making major acquisitions in the field.